Google 与 XPRIZE 公布 Future Vision XPRIZE 获奖影片《The Gifted》
Google 与 XPRIZE 合作的 Future Vision XPRIZE 公布大奖得主,独立电影人 Jeff Synthesized 的作品《The Gifted》从全球 2500 多份投稿中胜出,获得 10 万美元奖金及 250 万美元长片制作资金。
Google 与 XPRIZE 合作的 Future Vision XPRIZE 公布大奖得主,独立电影人 Jeff Synthesized 的作品《The Gifted》从全球 2500 多份投稿中胜出,获得 10 万美元奖金及 250 万美元长片制作资金。
Google Arts & Culture 移动 App 迎来 15 周年改版,新增视觉优先的对话式搜索,用户可用自然语言提问并获得配图与合作伙伴档案中的精选故事。
Google 介绍 Gemini 3.8 Flash 相比 3.7 Flash 在软件工程、Agent 任务和专业领域多步推理上有显著提升,性能常接近更高成本的 frontier 模型。
推荐理由:文章展示了四个社区用 Gemini 3.8 Flash 做出的具体项目,读者可以借此了解模型在多步推理和多模态任务上的实际用法。
工程师之间的合作最棒了 🙌 恭喜 @AIatMeta 推出 Muse Realtime Avatar!我们与他们的团队合作,让模型更高效,这样虚拟形象在你与它对话时就能跟上节奏。
@finkd just unveiled Muse Realtime Avatar, our real-time embodiment technology that turns Muse Realtime Voice into expressive, interactive avatars. Muse Realtime Avatar enables an entirely new range of interactions in @Muse, starting with real-time conversations. 🧵👇 #MetaConnect
LongCat-2.5-Preview is now free on OpenCode for two weeks - 1M Context - Multi-modal - Zero Data Retention
在 Amazon SageMaker HyperPod 上使用开源 RL 框架 SkyRL,通过 GRPO 对 Qwen3-VL-8B 视觉语言模型进行多轮强化学习后训练,在固定 64 个迷宫评测集上把解迷宫成功率从 43.75% 提升到 95% 以上。
上海人工智能实验室推出 InternLM/Intern-Decision,一个快速多模态决策模型。该模型以多模态决策为核心定位,强调快速响应能力,具体参数规模、benchmark 分数与开放方式尚未在现有信息中披露。
Google Research 发布 AI video co-director,一个构建在 Gemini 和 Veo 之上的多智能体编排框架,用于生成连贯的多镜头长视频,并原生继承 SynthID 水印等安全机制。
推荐理由:Google 把长视频生成拆成四个可组合的智能体框架,并给出三套自建基准与量化结果,便于对照现有方案。
Chrome 将 Gemini 的媒体理解能力在桌面端扩展到播客及 YouTube 以外的视频,播放后即可提取要点、定位信息或解释难点。Gemini 还能基于标签页内容生成互动测验,已在美印桌面端以英文推出,未来数月扩展至更多地区和移动端。此外 Chrome 新增跨设备发送标签页时保留滚动位置和未填完表单,并支持分屏视图、标签组、沉浸式阅读模式和朗读功能。
Google DeepMind 发布 Gemini 3.8 Live with Live Avatar,把近实时视频生成与语音对话模型结合,让对话 AI 具备动态视觉形象,支持精准唇形同步、自然表情和流畅轮次切换。
推荐理由:官方披露了实时视频与语音耦合的对话能力、异步工具调用和 97 种语言支持,可据此判断企业级数字人交互的落地边界。
推出 Agora-2,我们的下一代多智能体世界模型。 Agora-2 支持最多 20 个人类和智能体在同一共享环境中互动,全部实时模拟。 我们的多人研究预览版现已开放体验!
Google 推出 Gemini 3.8 Live with Live Avatar,将低延迟流式视频与实时对话能力原生结合,让企业智能体在对话中"能听、能看、能说",并具备精准唇形同步与自然表情。
Liquid AI 发布实验性 DSpark 草稿模型 LFM2.5-VL-DSpark,为视觉语言模型 LFM2.5-VL-3B 加入投机解码路径,设备端解码最高提速 3.13x、H100 上 2.66x,端到端最高提升 2.62x 和 2.27x。
Google Arts & Culture Lab 推出 Gemini 辅助的 The Talking Museum,可近距离查看近 200 件 3D 文物并提问。
MIT Senseable City Lab 团队出版新书《How AI Sees the City: Urban Visual Intelligence》,系统讨论视觉 AI 用于城市研究的可能。
NVIDIA 发布 NV-Reason-CT Open,这是一个面向 3D CT 体积影像的开放视觉语言模型,支持放射科医生的链式推理(Chain-of-Thought)。现有前沿通用模型在体积影像上表现不佳,多数开放医疗 AI 模型也缺乏相应能力,而 3D CT 是临床信息最丰富、数据最密集的模态之一,此前一直未被现代 VLM 充分覆盖。
interactive media will be huge in the next year or two! this is incredible
AI 能看出你把宜家家具装错了吗?我们的新基准——家具组装基准(FAB)——给模型提供说明书和一张半成品家具的照片,让它们找出错误。 最高分在短短 10 个月内从 28% 提升到了 80%。
介绍 ACTx486,一种全新交互媒介的研究演示。 如果你能和任何视频对话、问任何问题呢? 我们的系统将一档现有播客变成了能倾听、回应并适应的东西。 研究由 @jakubzeg 完成:
Google DeepMind 推出 Gemini 3.8 Flash TTS 和 Gemini 3.8 Flash-Lite TTS 两款文本转语音模型,前者面向角色设计与深度创作控制,后者面向高并发、低成本的配音与语音智能体场景。
推荐理由:两款 TTS 模型给出语音克隆、逐行导演与多语言覆盖的具体能力,可据此判断语音生成工作流的变化。
NVIDIA 于 9 月 22-23 日在新加坡举办 AI Day,与合作伙伴展示东南亚地区的 AI 进展。新加坡 HTX 正研究使用 NVIDIA Nemotron 3 Super 和 Nemotron 3 Nano Omni 模型推进公共安全 AI,马来西亚 YTL AI Labs、越南 Viettel AI 等也在微调 Nemotron 模型。
Apple 宣布新款 Mac mini 和 Mac Studio 今日上市。Mac mini 搭载 M6(4x AI 性能、2x 图形和存储、40% CPU 性能提升。
推荐理由:官方公告给出两款新 Mac 的芯片、AI 性能倍数、统一内存上限和定价,读者可以据此评估端侧 AI 与升级选择。
Meshy 🤝 chrona 让你的 3D 创意尽情释放 🤩
What if Tech Week wasn’t a calendar, but a city you could actually enter and play? We made a SF TECH WEEK CITY — rebuilding San Francisco as a 3D world with Tech Week events placed at their real venues. RSVP activity, trending events, and busy areas become part of the world itself. The birds flying above the city represent real community members, so you can see where people are heading and explore alongside them. Built with AI coding and published on Chrona. A small experiment in turning real-world data into a place worth entering. @MeshyAI @ChronaWorld #MeshyxChrona #TechWeek
NVIDIA Earth-2 面向天气敏感行业,将能源公司的风光资产测量、应急管理的雷达与本地传感器、卫星对地观测等更早、更本地化的观测数据用于天气决策。这些数据帮助各行业组织理解并管理物理风险。
Google Research 公布一项研究实验,让教师借助生成式 UI(GenUI)创建贴合课程目标的互动学习模拟,并同步开放 30 多个面向初高中 STEM 的英文学习互动样例库,均由 AI 生成、教师审核。
如果你还没在手机上用 @Gemini_Notebook,那你可错过太多了。这真是个超酷的故事!
The camera feature in the @Gemini_Notebook mobile app is so transformative for on-the-go research. I was up in the Sierras working on a new project, and I just took photos of everything, like this museum display. Then I asked for a detailed report of all the info in the image. The text below is what I got back. (I fact-checked it myself and it was 99% accurate -- and some of the text it transcribed is so blurry in the image that it was hard for me to read it.) Next step is to generate documents like this for all the photos I took, and then ask Notebook to highlight all the information that adds something new to the existing knowledge base of sources I've already collected, or is particularly relevant to my latest writing and outline for the project. Truly magical. Mariposa Museum Exhibit Reference: Mariposa in 1859 & Gold Rush Era This reference document consolidates all text, photographic captions, historical statistics, newspaper clippings, and exhibit overlays displayed on the Mariposa Museum exhibit panel regarding Mariposa during and after the Gold Rush. 1. Exhibit Overview & Key Headlines Main Title: "THIS WAS MARIPOSA IN 1859 – ONLY 10 YEARS AFTER THE GOLD RUSH BEGAN." Historical Context Sub-headline: "PORTIONS OF THE TOWN HAD BEEN REBUILT AFTER THE FIRE OF 1858.. & PARTS OF IT WERE DOOMED TO BE DESTROYED IN 1866" Display Overview: The exhibit centers on a large 1850s panoramic photograph of Mariposa, annotated with street names, landmark locations, and population statistics, flanked by contemporary hotel advertisements, fire reports, medical artifacts, and photographs of civic buildings. 2. Demographic & Real Estate Statistics (1850s vs. Present) MetricHistorical Value (1850s Gold Rush Peak)Modern Value Town Population~3,000 residents~1,800 estimated Entire Mariposa Diggings Area~15,000 residents— Commercial Establishments15 to 20 stores & saloons, plus hotels— Town Lot Prices00 to 00 per lot— 3. Background Photograph & Civic Infrastructure Background Photo Date: Taken in the 1850s, capturing the rapid growth of the settlement following the initial gold strike. 1854 Mariposa County Courthouse: Shown in the background panorama prior to the construction of its iconic clock tower. A separate framed photograph depicts the completed white wood-frame courthouse with a white picket fence and clock tower. Clock Tower History: The clock mechanism was imported from England and is an 8-day, manually wound instrument. It remains operational today, maintained by the Mariposa Public Works Department. Annotated Overlay Locations on Panorama: 1854 Courthouse: Located at the upper edge of town on Jones Street. Jones Street & Bullion Street: Upper residential and civic thoroughfares. Charles Street (Main Street): Primary commercial artery running through the center of the valley floor. Schlageter Hotel Site: Positioned along Main Street. Mariposa Creek: Flowing along the foreground basin of the town diggings. 4. The Fire of 1866: Mariposa's Second Great Conflagration Below is the complete transcript of the Mariposa Gazette report featured on the panel regarding the disaster of August 25, 1866 (following the earlier destructive fire of 1858): Article Text: "FIRE! MARIPOSA'S SECOND GREAT FIRE" A few minutes after 6 p.m. on Saturday, August 25, 1866 Mariposa was again ruined by a disastrous fire (first in 1858). According to the Gazette (the building was damaged but not destroyed), the fire was believed to have started when "a recently imported printer stepped inside the Free Press office and lighted a cigar. The match had evidently been dropped carelessly amongst the papers on the floor. The Free Press office was located near the corner of Main and 7th Streets and by ten minutes the fire had spread through two blocks. The fire crossed Main Street to the Odd Fellows building and the Methodist Church and soon the buildings on the block between 6th and 7th Streets were burning like so much chaff." Seven full blocks, except for four fire-proof buildings, were totally destroyed. "In one hour about 60 buildings and 77,000 worth of property were destroyed." By early Monday morning the men were clearing away debris and by press time the following Saturday, the Gazette reported that several temporary business structures had already been erected and were open for business. Inventory of Buildings Destroyed in the 1866 Fire: Residential & Civic: 14 Dwellings, 1 Church, 1 Odd Fellows and Masons Hall. Media & Printing: 1 Newspaper Office (Free Press), 1 Newspaper Depot. Hospitality & Retail: 3 Hotels, 5 Retail Stores, 1 Saddlery Shop, 9 Liquor Saloons (several equipped with billiard tables). Services & Trades: 2 Livery Stables, 3 Law Offices, 1 Drug Store, 3 Blacksmith Shops, 2 Carpenter Shops, 2 Shoemaker Shops, 1 Tailor Shop, 2 Butchering Establishments. Outbuildings: Numerous outhouses, private stables, and auxiliary structures. 5. Commercial Hotels & Lodging Gallison Hotel (1887 Advertisement) Location: Main Street, Mariposa (center of business district, opposite Odd Fellows' Hall). Proprietor: Winslow Gallison. Management: Mrs. Gallison individually superintended all internal departments of the hotel. Amenities: Newly furnished rooms, first-class table dining. Mariposa Hotel (1887 Card) Location: Corner of Main and Fifth Streets. Proprietor: Charles A. Schlageter. Target Market: Accommodated general travelers as well as Yosemite tourists on short notice. Amenities: Family rooms, well-lighted parlors, good table, and bath facilities. The Schlageter Hotel Date Built: Built in the 1850s. Architecture: Prominent two-story wooden structure featuring full upper and lower covered verandas. 6. Medical Artifacts & 19th-Century Therapeutics Old Mariposa Hospital A framed historical photograph depicts a two-story wood-frame hospital building with a prominent front porch and side wing (annotated "from Chic Allingham"). Dr. D. Jayne's Family Medicines (1880 Display Broadside) 1. Jayne's Specific for Tape-Worm Diagnosis: Describes tapeworm infections as widespread, noting that discharging white or yellowish segments ("resembling gourd seeds") is the only positive diagnostic proof. Pricing & Ordering: .00 per dose, shipped nationwide via mail from 242 Chestnut Street, Philadelphia. Usage Instructions: Dissolve powder in a pint of boiling water, drink in three equal hourly doses on an empty stomach. Follow with Cathartic medicines if bowels do not operate in three hours. 2. Dr. D. Jayne's Sanative Pills Formulation: Concentrated, sugar-coated pills. Sold in 50-pill boxes (-bash.25) or 15-pill specimen packets (-bash.10). Prescribed Ailments: Advertised for liver complaints, gout, jaundice, dyspepsia, rheumatism, kidney affections, fevers, nervousness, skin diseases, melancholy, sick headache, and costiveness (constipation). 3. Exhibit Commentary Note A small museum card mounted below the broadside reads: "A man advertises for 'a competent person to undertake the sale of a new medicine' and adds innocently 'It will prove profitable to the undertaker.'"
商汤发布 SenseNova U1.5 技术报告,这是一个开源的 8B-MoT 原生统一模型,通过共享注意力连接理解与生成。
@BroadInstitute、@UniofExeter 等机构的研究人员已在用 AlphaGenome Atlas 更好地识别潜在的致病 DNA 变异并解读其作用。🧵
蚂蚁 inclusionAI 发布 Realtime-Venus,一个支持主动音视频交互、异步委托和可打断全双工对话的开源系统,包含 Realtime-Venus-Omni 和 Realtime-Venus-Audio 两个 9B 检查点。
推荐理由:模型卡给出了 Realtime-Venus 的架构组成、全双工与异步委托能力及完整用法,读者可以据此评估它在实时音视频交互场景的可用性。
曼彻斯特大学团队基于 NVIDIA Earth-2 的 CorrDiff 生成式降尺度模型,用一年英国逐小时污染模拟数据训练出覆盖全英、分辨率 2-3 平方公里的空气污染模型,在 Isambard-AI 单节点 8 块 GPU 上仅用两天完成训练。
Apple 发布新一代 Apple Intelligence 和全新 Siri AI,后者以英文 Beta 陆续推出,10 月将支持法语、日语、韩语、葡萄牙语和西班牙语。
推荐理由:官方完整说明了 Siri AI 的能力范围、新 Apple Intelligence 功能和各区可用性差异,读者可据此判断升级价值。
Apple 于 2026 年 9 月 14 日发布新一代 Apple Intelligence,推出全新版本的 Siri AI,具备个人上下文理解、屏幕感知、更广泛的系统级应用操作,并在 iPhone 相机、iPad 截图、Mac 快捷键和 Apple Vision Pro 中集成 Visual Intelligence。
推荐理由:官方完整列出了 Siri AI 的具体能力、设备要求和区域限制,读者可以据此核对自己设备上的功能可用范围。
Sierra 发布多模态智能体,将语音、文本和可视化整合进同一段对话,并自动判断何时切换模式,用户无需重来或重复表述。该智能体一次构建即可部署到所有渠道,视觉组件同样通用;其 MCP UI 集成支持把产品卡片、对比表格、日历和表单直接嵌入对话,组件由企业自行设计和托管,更新后自动同步,无需重新部署或为各平台维护不同版本。
推荐理由:上线方直接给出参数结构、上下文窗口、KV cache 对比和许可证信息,读者可据此评估实际部署选型。